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Sometimes we take a break from building cutting edge AI redaction models to stretch our academic muscles and write about privacy and machine learning.
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A Brief Overview of Privacy-Preserving Technology Methods
A very brief overview of privacy-preserving technologies follows for anyone who’s interested in starting out in this area. I cover symmetric encryption, asymmetric encryption, homomorphic encryption, differential privacy, and secure multi-party computation.